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LAMPS@CCS 2024: Salt Lake City, UT, USA
- Bo Li, Wenyuan Xu, Jieshan Chen, Yang Zhang, Jason Xue, Shuo Wang, Guangdong Bai, Xingliang Yuan:
Proceedings of the 1st ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis, LAMPS 2024, Salt Lake City, UT, USA, October 14-18, 2024. ACM 2023, ISBN 979-8-4007-1209-8 - Peng Gao, Xiaoyuan Liu, Edward Choi, Sibo Ma, Xinyu Yang, Dawn Song:
ThreatKG: An AI-Powered System for Automated Open-Source Cyber Threat Intelligence Gathering and Management. 1-12 - Zhisheng Zhang, Qianyi Yang, Derui Wang, Pengyang Huang, Yuxin Cao, Kai Ye, Jie Hao:
Mitigating Unauthorized Speech Synthesis for Voice Protection. 13-24 - Hongying Zhang, Gaolei Li, Shenghong Li, Hongfu Liu, Shuo Wang, Jianhua Li:
How to Efficiently Manage Critical Infrastructure Vulnerabilities? Toward Large Code-graph Models. 25-34 - Zhihao Dou, Xin Hu, Haibo Yang, Zhuqing Liu, Minghong Fang:
Adversarial Attacks to Multi-Modal Models. 35-46 - Jiaqi Xue, Mengxin Zheng, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang:
TrojFair: Trojan Fairness Attacks. 47-56 - Kaijie Zhu, Jindong Wang, Jiaheng Zhou, Zichen Wang, Hao Chen, Yidong Wang, Linyi Yang, Wei Ye, Yue Zhang, Neil Gong, Xing Xie:
PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts. 57-68 - Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang:
Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging. 69-76 - Dylan Lee, Shaoyuan Xie, Shagoto Rahman, Kenneth Pat, David Lee, Qi Alfred Chen:
"Prompter Says": A Linguistic Approach to Understanding and Detecting Jailbreak Attacks Against Large-Language Models. 77-87 - Maxim Chernyshev, Zubair A. Baig, Robin Ram Mohan Doss:
Towards Large Language Model (LLM) Forensics Using LLM-based Invocation Log Analysis. 89-96 - Jiaqi Xue, Yancheng Zhang, Yanshan Wang, Xueqiang Wang, Hao Zheng, Qian Lou:
CryptoTrain: Fast Secure Training on Encrypted Dataset. 97-104 - Fazhong Liu, Yan Meng, Tian Dong, Guoxing Chen, Haojin Zhu:
Detection and Attribution of Diffusion Model of Character Animation Based on Spatio-Temporal Attention. 105-108
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